Cluster Analysis for Data Mining and System Identification

by Janos Abonyi and Balázs Feil

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This book identifies fuzzy cluster analysis as a good approach to solving complex data mining and system identification problems. It illustrates how advanced fuzzy clustering algorithms can be used not only for partitioning of the data, but it can be used for visualization, regression, classification and time-series analysis. Data clustering is a common technique for statistical data analysis, which is used in many fields, including machine learning,...

Format:Hardcover

Language:English

ISBN:3764379871

ISBN13:9783764379872

Release Date:June 2007

Publisher:Birkhauser

Length:306 Pages

Weight:1.40 lbs.

Dimensions:0.8" x 6.1" x 9.2"

Related Subjects

Business Business & Investing Economics Math Mathematical & Statistical Mathematics Science & Math

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Cluster Analysis for Data Mining and System Identification

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